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Thinking & Reasoning Models

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Nikita Namjoshi 's video " How do thinking and reasoning models work? " from the Google for Developers channel explains the concepts behind "thinking models" or "reasoning models," such as Gemini, and how they use more computation at inference time to achieve better results in complex tasks. Video Summary The video focuses on how Large Language Models (LLMs) can be improved to handle complex tasks like coding, advanced mathematics, and data analysis by utilizing more compute power during the generation phase (inference or test time). The Problem: LLMs generate responses by predicting one token at a time. When solving complex problems, the model has to figure out the entire solution in a single pass to generate the correct final answer, which is difficult. The Solution: Chain of Thought (CoT): CoT prompting is a technique where the model is prompted to generate a series of intermediate steps (a "chain of thought") that lead to the final answer...
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Skribbl.io Tips

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Skribbl.io is a multi-player competitive doodling & word guessing game with elements of Dumb Charades & Pictionary .  Each game consists of about 3 rounds. In every round someone has to draw their chosen word and others have to guess it to gain points.  When its your turn to draw, you have to choose a word (which can be a noun, verb or adjective) from three options and visualize that word in 80 seconds. Alternatively when somebody else is drawing you have to type your guess into the chat to gain points. The earlier you guess a word the more points you get. The person with the most points at the end of game will then be crowned as the winner . As a long time doodler, I like how the game is designed.  As the game requires you to visualize a word and draw on the spot, it is a great fun test of creativity. It has helped me to imagine better and also appreciate how other competitors think and draw. As a web developer, I admire how the minimalistic game is designed an...
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HOW TO add a header or footer to a dynamically generated Word document

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There was a question recently on my CodeProject article "Dynamically generate a MS Word document using HTML & CSS" . The article describes how to generate a Word document programmatically without using any components, by exploiting the formatting features exposed through Office XML and CSS. The questioner wanted to know how to add a custom header and footer and show something like Page X of Y (total pages). Based on what I have tried so far, showing a header and footer using Office XML in MS Word is not as easy as it is in Excel . If you want to keep the code simple & don't need any great fireworks i.e. you will just settle for page numbers in the header or footer then it's a matter of adding a few lines to the original source code. The code can be viewed at this Github Gist Update (1-Sep-2010): To add a custom header & footer, check this new post To add a footer that shows Page number at the bottom right, here are the steps - 1) Add these classes...
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